Probabilistic Mechanistic Models for Genomics research group / Antti Honkela

  • PL 68 (Gustaf Hällströmin katu 2b), B327

    HELSINGIN YLIOPISTO

    Finland

International and National Collaboration Publications and projects within past five years.

Publications

Computing Tight Differential Privacy Guarantees Using FFT

Koskela, A., Jälkö, J. & Honkela, A., Jun 2020, Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. AISTATS, p. 2560-2569 10 p. (Proceedings of Machine Learning Research; vol. 108).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Learning Rate Adaptation for Differentially Private Learning

Koskela, A. & Honkela, A., Jun 2020, Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics. AISTATS, p. 2465-2475 10 p. (Proceedings of Machine Learning Research; vol. 108).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Computing Tight Differential Privacy Guarantees Using FFT

Koskela, A., Honkela, A. & Jälkö, J., 15 Nov 2019.

Research output: Conference materialsPoster

Open Access
File

Computing Tight Differential Privacy Guarantees Using FFT

Koskela, A., Honkela, A. & Jälkö, J., 14 Dec 2019.

Research output: Conference materialsPoster

Open Access
File

Computing Tight Differential Privacy Guarantees Using FFT

Koskela, A., Honkela, A. & Jälkö, J., 11 Nov 2019.

Research output: Conference materialsPoster

Open Access
File

Activities

Data anonymisation, GDPR and differential privacy

Sam Wrigley (Speaker), & Antti Honkela (Speaker)

28 Feb 2020

Activity: Talk or presentation typesInvited talk

35th Conference on Uncertainty in Artificial Intelligence (Event)

Antti Honkela (Programme Committee Member)

2019 → …

Activity: Publication peer-review and editorial work typesEditor of research anthology/collection/conference proceedings

36th International Conference on Machine Learning (ICML 2019) (Event)

Antti Honkela (Programme Committee Member)

2019 → …

Activity: Publication peer-review and editorial work typesEditor of research anthology/collection/conference proceedings

Steering group of Finnish Health and Social Data Permit Authority Findata (External organisation)

Antti Honkela (Expert member)

17 Sep 201931 Aug 2022

Activity: Membership typesMembership or other role in national/international committee, council, board

Privacy in Machine Learning: NeurIPS 2019 workshop

Antti Honkela (Chair of organizing committee)

2019

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

Press / Media

Safe at the Finnish Line: Privacy Project Kicks Off Collaboration

Antti Honkela

25/05/202026/05/2020

3 items of Media coverage

Press/Media: Press / Media

Safe at the Finnish Line: Privacy Project Kicks...

Antti Honkela

26/05/2020

1 item of Media coverage

Press/Media: Press / Media

New AI method keeps data private

Antti Juho Henrikki Honkela & Samuel Kaski

20/12/201721/12/2017

5 items of Media coverage

Press/Media: Press / Media